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holistic_scene_parsing

Code for ECCV 2018 paper - Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image

humannerf

HumanNeRF turns a monocular video of moving people into a 360 free-viewpoint video.

idr

instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

jittor

Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.

kaolin

A PyTorch Library for Accelerating 3D Deep Learning Research

kaolin-wisp

NVIDIA Kaolin Wisp is a PyTorch library powered by NVIDIA Kaolin Core to work with neural fields (including NeRFs, NGLOD, instant-ngp and VQAD).

line_profiler

Line-by-line profiling for Python

lsun-room

Indoor Scene Layout Estimation from a Single Image, ICPR 2018.

machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

machine-learning-course

ML course, assignments

madewithml

Learn how to responsibly deliver value with ML.

markdown-cheatsheet

Markdown Cheatsheet for Github Readme.md

marrnet

MarrNet: 3D Shape Reconstruction via 2.5D Sketches

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mesh-fusion

Python tool for obtaining watertight meshes using TSDF fusion.

mesh_to_sdf

Calculate signed distance fields for arbitrary meshes

meshcnn

Convolutional Neural Network for 3D meshes in PyTorch

ml-neuman

Official repository of NeuMan: Neural Human Radiance Field from a Single Video (ECCV 2022)

multinerf

A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF

naive-bayes-classifier

Naive Bayes Classifier in Python

natural-language-processing-course

nerf_pl

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

nerfstudio

A collaboration friendly studio for NeRFs

neroic

ners

Code for "NeRS: Neural Reflectance Surfaces for Sparse-View 3D Reconstruction in the Wild," in NeurIPS 2021

neurecon

Multi-view 3D reconstruction using neural rendering. Unofficial implementation of UNISURF, VolSDF, NeuS and more.

neus

Code release for NeuS

nvdiffrec

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".